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GOTURN : Deep Learning based Object Tracking

Avatar Satya Mallick
July 22, 2018 16 Comments
Deep Learning how-to Machine Learning Tracking

July 22, 2018 By 16 Comments

GOTURN : Deep Learning based Object Tracker

In this post, we will learn about a Deep Learning based object tracking algorithm called GOTURN. The original implementation of GOTURN is in Caffe, but it has been ported to the OpenCV Tracking API ...

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Tags: C++ CNN GOTURN object tracking OpenCV 3 Python
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Filed Under: Deep Learning, how-to, Machine Learning, Tracking

OpenCV Transparent API

Avatar Satya Mallick
January 28, 2018 44 Comments
how-to OpenCV 3

January 28, 2018 By 44 Comments

OpenCV Transparent API

A master wordsmith can tell a heart breaking story in just a few words. For sale: baby shoes, never worn. A great artist can do so much with so little! The same holds true for great programmers and ...

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Tags: C++ hardware acceleration opencl Python t-api tapi transparent API
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Filed Under: how-to, OpenCV 3

Eigenface using OpenCV (C++/Python)

Avatar Satya Mallick
January 18, 2018 15 Comments
Application Face GUI how-to Machine Learning Tutorial

January 18, 2018 By 15 Comments

Eigen Face

In this post, we will learn about Eigenface -- an application of Principal Component Analysis (PCA) for human faces.  We will also share C++ and Python code written using OpenCV to explain the ...

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Tags: C++ EigenFace PCA Principal Component Analysis Python
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Filed Under: Application, Face, GUI, how-to, Machine Learning, Tutorial

Install OpenCV 3 and Dlib on Windows ( Python only )

Avatar Vikas Gupta
November 30, 2017 59 Comments
how-to Install OpenCV 3

November 30, 2017 By 59 Comments

This is an old blog and some information might be obsolete. We have published new instructions. You can find them here: Setup exe installers for WindowsInstall OpenCV from source on Windows We ...

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Tags: dlib OpenCV 3 Python Windows
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Filed Under: how-to, Install, OpenCV 3

High Dynamic Range (HDR) Imaging using OpenCV (C++/Python)

Avatar Satya Mallick
October 2, 2017 16 Comments
Application how-to OpenCV 3 Tutorial

October 2, 2017 By 16 Comments

HDR Tone Mapping OpenCV C++ and Python

In this tutorial, we will learn how to create a High Dynamic Range (HDR) image using multiple images taken with different exposure settings. We will share code in both C++ and Python. What is ...

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Tags: C++ computational photography hdr Python tone mapping
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Filed Under: Application, how-to, OpenCV 3, Tutorial

Selective Search for Object Detection (C++ / Python)

Avatar Vaibhaw Singh Chandel
September 18, 2017 38 Comments
how-to Object Detection OpenCV 3 Segmentation Theory Tutorial

September 18, 2017 By 38 Comments

region proposals for object recognition

In this tutorial, we will understand an important concept called "Selective Search" in Object Detection. We will also share OpenCV code in C++ and Python. [latexpage] Object Detection vs. Object ...

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Tags: C++ Object Detection OpenCV 3 Python selective search
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Filed Under: how-to, Object Detection, OpenCV 3, Segmentation, Theory, Tutorial

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About

AvatarI am an entrepreneur with a love for Computer Vision and Machine Learning with a dozen years of experience (and a Ph.D.) in the field.

In 2007, right after finishing my Ph.D., I co-founded TAAZ Inc. with my advisor Dr. David Kriegman and Kevin Barnes. The scalability, and robustness of our computer vision and machine learning algorithms have been put to rigorous test by more than 100M users who have tried our products. Read More…

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